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An NSFW filter for Marginalia search

… optional, that is. I’ve been working on an NSFW filter for Marginalia Search, as that is something some people have asked for, primarily API consumers. The search engine has had some domain based filtering for a while, based on the UT1 lists, but that isn’t a very comprehensive approach. We’ll land on a single hidden layer neural network approach, implemented from scratch, but before landing on that, many other things were tried along the way.

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